gdc talk: lifetime value: the long tail of mid-core games

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Lifetime ValueThe long tail of mid-core mobile games

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S A N F R A N C I S C O 2 0 1 7 | # G D C 1 7

Tammy LevyDirector of Product

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Director of Mobile Product

Tamara Levy

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KongregateWeb Platform 100,000+ Uploaded Games

Mobile Publisher 30+ Games 100M+ Downloads

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Games that growThe two ends of the funnel

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Build Games That Can GrowGoal: ROI Positive

Higher LTV

Strong Game Mechanics

Lower CPI

Approachable Art

Positive ROI

LTV > CPI

> =

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UA Costs by Theme and GenreCPI widely vary based on the game’s theme theme, art style and genre

Casual: Low CPIs Mid-Core: Medium CPIs Core: High CPIs

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UA Costs by Theme and GenreCPI widely vary based on the game’s theme theme, art style and genre

Known IPs: Low CPIs Fantasy: Medium CPIs Sci-Fi: High CPIs

Casual: Low CPIs Mid-Core: Medium CPIs Core: High CPIs

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Core design decisions drive core KPIs (There are always exceptions)

Incremental / Clicker

AdCap

RTS

Star Squad

CCG & RPG

BattleHand

Arcade

Tiny Sea Adventure

Runner

Bullet Boy

KPIs by GenreGenres have performance “bands”

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KPIs by GenreMode: most frequent behavior

genre # of games d1 d7 d30 aprdau ltv (180 days)

CCG & RPG 7+ 35% 10% 3% $0.30 - $1.00 $1.5 - $5.0

RTS 4 40% 20% 10% $0.10 - $0.20 $1.3 - $3.5

Idle / Incremental

5+ 45% 25% 15% $0.08 $1.5

Runner 5 35% 8% 1% $0.03 $0.10

Arcade 5 20% 5% 1% < $0.01 $0.02

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Impressions

Installs

Return Rate

Early Retention

Elder Engagement

LTV

Funnel OptimizationEvery step matters

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Funnel OptimizationEvery step matters

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Impressions

Installs

Return Rate

Early Retention

Elder Engagement

LTV

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Looking beyond early KPIsAfter all, LTV is lifetime value

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Player Retention

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Time in Game

retention

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Early RetentionComparison: Raid Brigade has much stronger d1-d7 retention

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Raid Brigade Tyrant Unleashed

genre ARPG CCG

d1 36% 22%

d7 13% 7%

d30 3% 3%

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Elder RetentionLooking beyond d30

Raid Brigade

Halves every 30 day period

8% retained from d30 to d180

45%

58%67%

48%

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Elder RetentionLooking beyond d30

Tyrant Unleashed

Similar starting point (d30)

Players who retain after d30, stay for a long time

40% retained from d30 to d180

66%

84%88%

79%

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Looking Beyondd1 - d30 doesn’t tell the whole story

Raid Brigade

d1 = 36%

d180 = 0.24%

Tyrant Unleashed

d1 = 22%

d180 = 1.1%

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Look beyond d30

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Lifetime Spend

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Desire to Spend

arpdau

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Lifetime SpendComparison: Tyrant’s LTV is more than double

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Raid Brigade Tyrant Unleashed

genre ARPG CCG

d1 36% 22%

d7 13% 7%

d30 3% 3%

arpdau $0.40 $0.63

ltv (180d) $1.9 $4.7

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Comparing d30 LTVTyrant 10% higher due to stronger ARPDAU

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Comparing d30 LTVTyrant 10% higher due to stronger ARPDAU

$1.56

$1.42

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Comparing d180 LTVTyrant LTV grows faster

$4.71

$1.97

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Rate of GrowthSlope => How fast does LTV grow?

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1. Linear Regression 2. Slope

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slope = 0.005

1. Linear Regression 2. Slopeor just use excel’s slope formula

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Rate of GrowthThe longer players stay => the larger their investment

slope = 0.02

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Comparing GrowthTyrant Unleashed vs. Raid Brigade

slope = 0.02

slope = 0.005

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Comparing d180 LTVDifferent games, different growth patterns

CCG2

RPG

Idle

CCG1

CCG3

CCG1 3x CCG3

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LTV Growth can accelerate after d30

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Lifetime Value

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* =Player Value

ltv

Time in Game

retention

Desire to Spend

arpdau

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Projecting LTVsSimple LTV calculation

Area under the retention curve

Player LifetimeARPDAU

Player Value by Day

*

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Accuracy

Similar to retention

Use the monetization curve

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Projecting LTVsUse retention and monetization curves

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Projecting LTVsDaily revenue comes from players of all ages

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Projecting LTVsSpend patterns vary by game and genre

Highest spend on d0

Some growth after d80

Upfront SpendLowest spend on d0

Spend doubles from d0 to d90

Deep Monetization

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Flat ARPDAU

6 mo. LTV: $1.60

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Projecting LTVsExample A: Upfront Monetization

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Flat ARPDAU

6 mo. LTV: $1.60

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Projecting LTVsExample A: Upfront Monetization

ARPDAU Curve

6 mo. LTV: $1.36

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2

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Flat ARPDAU

6 mo. LTV: $2.02

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Projecting LTVsExample B: Deep Monetization

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Flat ARPDAU

6 mo. LTV: $2.02

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Projecting LTVsExample B: Deep Monetization

ARPDAU Curve

6 mo. LTV: $2.62

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2

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Spending curve to project LTVs

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Live servicing is crucialMaximizes long term KPIs

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Content CadenceNew content, regularly

Limited time packs and bundles

Increase Increase

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Content CadenceNew content, regularly

Limited time packs and bundles Increase revenue baseline

Increase Increase

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Higher price points offset fewer purchases

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Target Different Player TypesDifferent approaches, similar lifts

Lower price points generate more purchases

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Limited Time EventsAdding content without hurting core play modes

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Monetization GrowthCompetitive Events: Players are more likely to monetize

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Servicing Elder PlayersLive PvP released as one year celebration

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Long Term Retention

Look beyond d30

Key Takeaways

Projecting LTV

Use the spending curve for more accurate LTVs

LTV Growth

LTV can accelerate after d30

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Thank you@KongregateDevs

developers.kongregate.com/blog

[email protected]

gdc talk: lifetime value: the long tail of mid-core games

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